data-juggler - npm Package Compare versions

Comparing version 0.2.1 to 0.3.0

build/main/lib/juggler.js

@@ -19,5 +19,3 @@ "use strict";
     }
-    const dataSet = types
-        ? filledDataSet
-        : parse_1.parseDates(filledDataSet, inferedTypes, parser);
+    const dataSet = parse_1.parseDates(filledDataSet, inferedTypes, parser);
     const moments = stats_1.computeMoments(dataSet, inferedTypes);
@@ -29,2 +27,2 @@ const datumPreprocessor = parse_1.parseDatumFactory(inferedTypes, moments, formatter, parser);
 exports.dataJuggler = dataJuggler;
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+//# sourceMappingURL=data:application/json;base64,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

build/main/lib/parse.js

@@ -15,14 +15,2 @@ "use strict";
 exports.identity = (t) => t;
-const defaultParseDate = (d) => {
-    switch (typeof d) {
-        case 'number':
-            return d;
-        case 'string':
-            return dayjs_1.default(d).unix();
-        case 'object': // null case for fuck sake javascript
-            return 0;
-        default:
-            return 0;
-    }
-};
 function parseDatumFactory(inferObject, moments, formatterObject, parser) {
@@ -36,3 +24,2 @@ return snapshot => {
             const parse = lodash_1.get(parser, variable, exports.identity);
-            const parseDate = lodash_1.get(parser, variable, defaultParseDate);
             switch (inference) {
@@ -64,7 +51,7 @@ case 'continuous': {
                     const { min, max } = moments[variable];
-                    const rawValue = parseDate(value);
+                    const rawValue = value;
                     const datum = {
-                        raw: !lodash_1.isNaN(rawValue) ? rawValue : null,
+                        raw: (!lodash_1.isNaN(rawValue) && lodash_1.isNumber(rawValue)) ? rawValue : null,
                         get dateTime() {
-                            return dayjs_1.default.unix(Number(rawValue));
+                            return dayjs_1.default.unix(this.raw || 0);
                         },
@@ -78,5 +65,5 @@ get isValid() {
                         get scaled() {
-                            return !lodash_1.isNull(min) && !lodash_1.isNull(max) && !lodash_1.isNull(this.raw)
+                            return !lodash_1.isNull(min) && !lodash_1.isNull(max) && !lodash_1.isNull(rawValue)
                                 ? (Number(rawValue) - min) / (max - min)
-                                : 0;
+                                : null;
                         }
@@ -119,11 +106,19 @@ };
 exports.parseDatumFactory = parseDatumFactory;
+const convertToUnix = (v) => {
+    if (lodash_1.isNumber(v)) {
+        return dayjs_1.default(v * 1000).unix();
+    }
+    else {
+        return dayjs_1.default(v).unix();
+    }
+};
 function parseDates(rawData, inferTypes, parser) {
     const dateKeys = parseObjects_1.toPairs(inferTypes)
-        .filter(([__, t]) => t === 'date')
-        .map(([v, __]) => v);
+        .filter(([_, t]) => t === 'date')
+        .map(([v, _]) => v);
     const isPairDate = (key, _) => dateKeys.includes(key);
-    const makeDayjs = (key, value) => lodash_1.get(parser, key, (v) => !lodash_1.isNaN(dayjs_1.default(String(v)).unix()) ? dayjs_1.default(String(v)).unix() : null)(value);
+    const makeDayjs = (key, value) => lodash_1.get(parser, key, (v) => !lodash_1.isNaN(dayjs_1.default(v).unix()) ? convertToUnix(v) : null)(value);
     return rawData.map(datum => parseObjects_1.conditionalValueMap(datum, isPairDate, makeDayjs));
 }
 exports.parseDates = parseDates;
-//# 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+//# 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

build/main/lib/utils/dataInference.d.ts

 import dayjs from 'dayjs';
-import { CategoricalDatum, ContinuousDatum, DatetimeDatum, DatumType, InferObject, NormalizingCategorical, NormalizingContinuous, NormalizingDatetime, StringKeyedObj } from '../../types/types';
-export declare const isContinuous: (moment: NormalizingContinuous | NormalizingDatetime | NormalizingCategorical) => moment is NormalizingContinuous;
-export declare const isDatetime: (moment: NormalizingContinuous | NormalizingDatetime | NormalizingCategorical) => moment is NormalizingDatetime;
-export declare const isCategorical: (moment: NormalizingContinuous | NormalizingDatetime | NormalizingCategorical) => moment is NormalizingCategorical;
+import { CategoricalDatum, ContinuousDatum, DatetimeDatum, DatumType, InferObject, StringKeyedObj } from '../../types/types';
 export declare type GenericDatumValue = number | string | boolean | null;
@@ -7,0 +4,0 @@ export declare type GenericDatum<T extends StringKeyedObj> = {

build/main/lib/utils/dataInference.js

@@ -14,10 +14,2 @@ "use strict";
 dayjs_1.default.extend(customParseFormat_1.default); // use plugin
-/** @hidden */
-function hasMultipleProperties(obj, properties) {
-    return properties.every(p => obj.hasOwnProperty(p));
-}
-exports.isContinuous = (moment) => hasMultipleProperties(moment, ['min', 'max', 'sum']);
-exports.isDatetime = (moment) => hasMultipleProperties(moment, ['min', 'max']) &&
-    !moment.hasOwnProperty('sum');
-exports.isCategorical = (moment) => hasMultipleProperties(moment, ['frequencies']);
 function valiDate(dateObj) {
@@ -86,2 +78,2 @@ return dayjs_1.default.isDayjs(dateObj) ? dateObj.isValid() : false;
 exports.autoInferenceType = autoInferenceType;
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+//# sourceMappingURL=data:application/json;base64,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

build/main/lib/utils/stats.d.ts

@@ -1,2 +0,2 @@
-import { InferObject, MomentsObject } from '../../types/types';
+import { InferObject, MomentsObject, MomentsType } from '../../types/types';
 import { GenericDatum } from './dataInference';
@@ -6,3 +6,3 @@ export declare function generateDefaultMoments<T>(inferObject: InferObject<T>): MomentsObject<T>;
 export declare function populateNullData<T>(rawDataSet: Array<GenericDatum<T>>): Array<GenericDatum<T>>;
-export declare const generateNewMoments: <T>(accumulator: MomentsObject<T>, datum: GenericDatum<T>) => MomentsObject<T>;
+export declare const generateNewMoments: <T>(accumulator: MomentsObject<T>, datum: GenericDatum<T>, inferObject: InferObject<T>) => Record<keyof T, MomentsType>;
 export declare function computeMoments<T>(rawDataSet: Array<GenericDatum<T>>, inferObject: InferObject<T>): MomentsObject<T>;

build/main/lib/utils/stats.js

 "use strict";
 Object.defineProperty(exports, "__esModule", { value: true });
-const dataInference_1 = require("./dataInference");
 const lodash_1 = require("lodash");
 const parseObjects_1 = require("./parseObjects");
-const mapParams = {
-    categorical: { frequencies: {} },
-    continuous: { min: null, max: null, sum: 0 },
-    date: { min: null, max: null }
-};
 const updateMin = (value, min) => Math.min(value, min);
@@ -17,3 +11,5 @@ const updateMax = (value, max) => Math.max(value, max);
     const variables = getKeys(inferObject);
-    const moments = variables.reduce((acc, v) => (Object.assign({}, acc, { [v]: mapParams[inferObject[v]] })), {});
+    const moments = variables.reduce((acc, v) => (Object.assign({}, acc, { [v]: {
+            frequencies: {}, max: null, min: null, sum: 0
+        } })), {});
     return moments;
@@ -35,14 +31,17 @@ }
 exports.populateNullData = populateNullData;
-exports.generateNewMoments = (accumulator, datum) => {
+exports.generateNewMoments = (accumulator, datum, inferObject) => {
     return parseObjects_1.fromPairs(parseObjects_1.toPairs(datum).map(([variable, value]) => {
         const variableMoments = accumulator[variable];
-        if (dataInference_1.isCategorical(variableMoments) && typeof value === 'string') {
+        if (inferObject[variable] === 'categorical' && typeof value === 'string') {
             const { frequencies } = variableMoments;
             const newFrequencies = Object.assign({}, frequencies, { [value]: frequencies[value] ? frequencies[value] + 1 : 1 });
             const newFrequencyMoments = {
-                frequencies: newFrequencies
+                frequencies: newFrequencies,
+                max: null,
+                min: null,
+                sum: 0
             };
             return [variable, newFrequencyMoments];
         }
-        else if (dataInference_1.isContinuous(variableMoments) && typeof value === 'number') {
+        else if (inferObject[variable] === 'continuous' && typeof value === 'number') {
             const { min, max, sum } = variableMoments;
@@ -53,9 +52,10 @@ const newMin = !lodash_1.isNull(min) ? updateMin(value, min) : value;
             const newContinousMoments = {
+                frequencies: {},
                 max: newMax,
                 min: newMin,
-                sum: updatedSum
+                sum: updatedSum,
             };
             return [variable, newContinousMoments];
         }
-        else if (dataInference_1.isDatetime(variableMoments) && typeof value === 'number') {
+        else if (inferObject[variable] === 'date' && typeof value === 'number') {
             const { min, max } = variableMoments;
@@ -65,4 +65,6 @@ const newMin = !lodash_1.isNull(min) ? updateMin(value, min) : value;
             const newDatetimeMoments = {
+                frequencies: {},
                 max: newMax,
-                min: newMin
+                min: newMin,
+                sum: 0,
             };
@@ -78,6 +80,6 @@ return [variable, newDatetimeMoments];
     const inferedObject = generateDefaultMoments(inferObject);
-    const momentsObject = rawDataSet.reduce(exports.generateNewMoments, inferedObject);
+    const momentsObject = rawDataSet.reduce((acc, datum) => exports.generateNewMoments(acc, datum, inferObject), inferedObject);
     return momentsObject;
 }
 exports.computeMoments = computeMoments;
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build/main/types/types.d.ts

@@ -23,3 +23,10 @@ import { Dayjs } from 'dayjs';
 export declare type DatumType = keyof MapTypeInfer;
-export declare type MomentsType = ValueOf<MapTypeInfer>;
+export interface MomentsType {
+    sum: number;
+    min: number | null;
+    max: number | null;
+    frequencies: {
+        readonly [instance: string]: number;
+    };
+}
 export declare type MapSchema<T extends DatumType> = MapTypeInfer[T];
@@ -26,0 +33,0 @@ export interface StringKeyedObj {

build/module/lib/juggler.js

@@ -17,5 +17,3 @@ import { parseDates, parseDatumFactory } from './parse';
     }
-    const dataSet = types
-        ? filledDataSet
-        : parseDates(filledDataSet, inferedTypes, parser);
+    const dataSet = parseDates(filledDataSet, inferedTypes, parser);
     const moments = computeMoments(dataSet, inferedTypes);
@@ -26,2 +24,2 @@ const datumPreprocessor = parseDatumFactory(inferedTypes, moments, formatter, parser);
 }
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build/module/lib/parse.js

@@ -1,2 +0,2 @@
-import { get, isNaN, isNull, toString } from 'lodash';
+import { get, isNaN, isNull, isNumber, toString } from 'lodash';
 import dayjs from 'dayjs';
@@ -10,14 +10,2 @@ // tslint:disable-next-line:no-submodule-imports
 export const identity = (t) => t;
-const defaultParseDate = (d) => {
-    switch (typeof d) {
-        case 'number':
-            return d;
-        case 'string':
-            return dayjs(d).unix();
-        case 'object': // null case for fuck sake javascript
-            return 0;
-        default:
-            return 0;
-    }
-};
 export function parseDatumFactory(inferObject, moments, formatterObject, parser) {
@@ -31,3 +19,2 @@ return snapshot => {
             const parse = get(parser, variable, identity);
-            const parseDate = get(parser, variable, defaultParseDate);
             switch (inference) {
@@ -59,7 +46,7 @@ case 'continuous': {
                     const { min, max } = moments[variable];
-                    const rawValue = parseDate(value);
+                    const rawValue = value;
                     const datum = {
-                        raw: !isNaN(rawValue) ? rawValue : null,
+                        raw: (!isNaN(rawValue) && isNumber(rawValue)) ? rawValue : null,
                         get dateTime() {
-                            return dayjs.unix(Number(rawValue));
+                            return dayjs.unix(this.raw || 0);
                         },
@@ -73,5 +60,5 @@ get isValid() {
                         get scaled() {
-                            return !isNull(min) && !isNull(max) && !isNull(this.raw)
+                            return !isNull(min) && !isNull(max) && !isNull(rawValue)
                                 ? (Number(rawValue) - min) / (max - min)
-                                : 0;
+                                : null;
                         }
@@ -113,10 +100,18 @@ };
 }
+const convertToUnix = (v) => {
+    if (isNumber(v)) {
+        return dayjs(v * 1000).unix();
+    }
+    else {
+        return dayjs(v).unix();
+    }
+};
 export function parseDates(rawData, inferTypes, parser) {
     const dateKeys = toPairs(inferTypes)
-        .filter(([__, t]) => t === 'date')
-        .map(([v, __]) => v);
+        .filter(([_, t]) => t === 'date')
+        .map(([v, _]) => v);
     const isPairDate = (key, _) => dateKeys.includes(key);
-    const makeDayjs = (key, value) => get(parser, key, (v) => !isNaN(dayjs(String(v)).unix()) ? dayjs(String(v)).unix() : null)(value);
+    const makeDayjs = (key, value) => get(parser, key, (v) => !isNaN(dayjs(v).unix()) ? convertToUnix(v) : null)(value);
     return rawData.map(datum => conditionalValueMap(datum, isPairDate, makeDayjs));
 }
-//# 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+//# 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

build/module/lib/utils/dataInference.d.ts

 import dayjs from 'dayjs';
-import { CategoricalDatum, ContinuousDatum, DatetimeDatum, DatumType, InferObject, NormalizingCategorical, NormalizingContinuous, NormalizingDatetime, StringKeyedObj } from '../../types/types';
-export declare const isContinuous: (moment: NormalizingContinuous | NormalizingDatetime | NormalizingCategorical) => moment is NormalizingContinuous;
-export declare const isDatetime: (moment: NormalizingContinuous | NormalizingDatetime | NormalizingCategorical) => moment is NormalizingDatetime;
-export declare const isCategorical: (moment: NormalizingContinuous | NormalizingDatetime | NormalizingCategorical) => moment is NormalizingCategorical;
+import { CategoricalDatum, ContinuousDatum, DatetimeDatum, DatumType, InferObject, StringKeyedObj } from '../../types/types';
 export declare type GenericDatumValue = number | string | boolean | null;
@@ -7,0 +4,0 @@ export declare type GenericDatum<T extends StringKeyedObj> = {

build/module/lib/utils/dataInference.js

@@ -9,10 +9,2 @@ import dayjs from 'dayjs';
 dayjs.extend(CustomParseFormat); // use plugin
-/** @hidden */
-function hasMultipleProperties(obj, properties) {
-    return properties.every(p => obj.hasOwnProperty(p));
-}
-export const isContinuous = (moment) => hasMultipleProperties(moment, ['min', 'max', 'sum']);
-export const isDatetime = (moment) => hasMultipleProperties(moment, ['min', 'max']) &&
-    !moment.hasOwnProperty('sum');
-export const isCategorical = (moment) => hasMultipleProperties(moment, ['frequencies']);
 export function valiDate(dateObj) {
@@ -82,2 +74,2 @@ return dayjs.isDayjs(dateObj) ? dateObj.isValid() : false;
 }
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build/module/lib/utils/stats.d.ts

@@ -1,2 +0,2 @@
-import { InferObject, MomentsObject } from '../../types/types';
+import { InferObject, MomentsObject, MomentsType } from '../../types/types';
 import { GenericDatum } from './dataInference';
@@ -6,3 +6,3 @@ export declare function generateDefaultMoments<T>(inferObject: InferObject<T>): MomentsObject<T>;
 export declare function populateNullData<T>(rawDataSet: Array<GenericDatum<T>>): Array<GenericDatum<T>>;
-export declare const generateNewMoments: <T>(accumulator: MomentsObject<T>, datum: GenericDatum<T>) => MomentsObject<T>;
+export declare const generateNewMoments: <T>(accumulator: MomentsObject<T>, datum: GenericDatum<T>, inferObject: InferObject<T>) => Record<keyof T, MomentsType>;
 export declare function computeMoments<T>(rawDataSet: Array<GenericDatum<T>>, inferObject: InferObject<T>): MomentsObject<T>;

build/module/lib/utils/stats.js

@@ -1,9 +0,3 @@
-import { isCategorical, isContinuous, isDatetime } from './dataInference';
 import { isNull } from 'lodash';
 import { fromPairs, toPairs } from './parseObjects';
-const mapParams = {
-    categorical: { frequencies: {} },
-    continuous: { min: null, max: null, sum: 0 },
-    date: { min: null, max: null }
-};
 const updateMin = (value, min) => Math.min(value, min);
@@ -15,3 +9,5 @@ const updateMax = (value, max) => Math.max(value, max);
     const variables = getKeys(inferObject);
-    const moments = variables.reduce((acc, v) => ({ ...acc, [v]: mapParams[inferObject[v]] }), {});
+    const moments = variables.reduce((acc, v) => ({ ...acc, [v]: {
+            frequencies: {}, max: null, min: null, sum: 0
+        } }), {});
     return moments;
@@ -30,6 +26,6 @@ }
 }
-export const generateNewMoments = (accumulator, datum) => {
+export const generateNewMoments = (accumulator, datum, inferObject) => {
     return fromPairs(toPairs(datum).map(([variable, value]) => {
         const variableMoments = accumulator[variable];
-        if (isCategorical(variableMoments) && typeof value === 'string') {
+        if (inferObject[variable] === 'categorical' && typeof value === 'string') {
             const { frequencies } = variableMoments;
@@ -41,7 +37,10 @@ const newFrequencies = {
             const newFrequencyMoments = {
-                frequencies: newFrequencies
+                frequencies: newFrequencies,
+                max: null,
+                min: null,
+                sum: 0
             };
             return [variable, newFrequencyMoments];
         }
-        else if (isContinuous(variableMoments) && typeof value === 'number') {
+        else if (inferObject[variable] === 'continuous' && typeof value === 'number') {
             const { min, max, sum } = variableMoments;
@@ -52,9 +51,10 @@ const newMin = !isNull(min) ? updateMin(value, min) : value;
             const newContinousMoments = {
+                frequencies: {},
                 max: newMax,
                 min: newMin,
-                sum: updatedSum
+                sum: updatedSum,
             };
             return [variable, newContinousMoments];
         }
-        else if (isDatetime(variableMoments) && typeof value === 'number') {
+        else if (inferObject[variable] === 'date' && typeof value === 'number') {
             const { min, max } = variableMoments;
@@ -64,4 +64,6 @@ const newMin = !isNull(min) ? updateMin(value, min) : value;
             const newDatetimeMoments = {
+                frequencies: {},
                 max: newMax,
-                min: newMin
+                min: newMin,
+                sum: 0,
             };
@@ -77,5 +79,5 @@ return [variable, newDatetimeMoments];
     const inferedObject = generateDefaultMoments(inferObject);
-    const momentsObject = rawDataSet.reduce(generateNewMoments, inferedObject);
+    const momentsObject = rawDataSet.reduce((acc, datum) => generateNewMoments(acc, datum, inferObject), inferedObject);
     return momentsObject;
 }
-//# 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+//# 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build/module/types/types.d.ts

@@ -23,3 +23,10 @@ import { Dayjs } from 'dayjs';
 export declare type DatumType = keyof MapTypeInfer;
-export declare type MomentsType = ValueOf<MapTypeInfer>;
+export interface MomentsType {
+    sum: number;
+    min: number | null;
+    max: number | null;
+    frequencies: {
+        readonly [instance: string]: number;
+    };
+}
 export declare type MapSchema<T extends DatumType> = MapTypeInfer[T];
@@ -26,0 +33,0 @@ export interface StringKeyedObj {

package.json

 {
   "name": "data-juggler",
-  "version": "0.2.1",
+  "version": "0.3.0",
   "main": "build/main/index.js",
@@ -5,0 +5,0 @@ "typings": "build/main/index.d.ts",

New alerts

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Found 1 instance in 1 package

Fixed alerts

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Found 1 instance in 1 package

Major refactor

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Package has recently undergone a major refactor. It may be unstable or indicate significant internal changes. Use caution when updating to versions that include significant changes.

Found 1 instance in 1 package

Improved metrics

Number of maintainers

7

increased by16.67%

Number of medium supply chain risk alerts

0

decreased by-100%

Worsened metrics

Total package byte prevSize

421854

decreased by-0.87%

Lines of code

9958

decreased by-0.18%

No dependency changes